diff --git a/docs/14.gprmax/1.tutorials/2.scaling-with-mpi.md b/docs/14.gprmax/1.tutorials/2.scaling-with-mpi.md
index 882d58c..eb2a459 100644
--- a/docs/14.gprmax/1.tutorials/2.scaling-with-mpi.md
+++ b/docs/14.gprmax/1.tutorials/2.scaling-with-mpi.md
@@ -3,14 +3,14 @@ title: Scale gprMax with MPI
 description: A step-by-step guide to running gprMax simulations with MPI
 seo:
  title: Scale gprMax simulations with MPI on Inductiva.AI
- description: Step-by-step guide to running gprMax simulations with MPI on Inductiva.AI
+ description: Run gprMax simulations in parallel with MPI on Inductiva and cut runtimes from hours to minutes
 ---
 
 gprMax supports parallelism through **MPI** and **OpenMP**. For a deeper dive into how parallelism works in gprMax, refer to the [official documentation](https://docs.gprmax.com/en/latest/openmp_mpi.html).
 
-In this tutorial, you will learn how to configure and run gprMax simulations sequentially and using MPI. We will use the `B-scan with a bowtie antenna model` from the gprMax example cases as our demonstration.
+In this tutorial, you’ll configure and run gprMax simulations sequentially and with MPI, learning how to cut runtimes from hours to minutes with **Inductiva**.
 
-This example creates a B-scan using an antenna model. The setup includes a metal cylinder with a diameter of 20 mm buried in a dielectric half-space with a relative permittivity of 6. The simulation uses an antenna similar to the GSSI 1.5 GHz antenna.
+For this demonstration, we’ll use the `B-scan with a bowtie antenna model` from the gprMax example cases. The setup includes a metal cylinder with a diameter of 20 mm buried in a dielectric half-space with a relative permittivity of 6, and an antenna similar to the GSSI 1.5 GHz antenna.
 
 For a B-scan, the antenna must be repositioned for each A-scan (trace). In this case, the B-scan covers a distance of 270 mm with traces every 5 mm, resulting in **54 separate model runs**.